Optoelectronic Devices for In‐Sensor Computing

Abstract: The demand for accurate perception of the physical world leads to a dramatic increase in sensory nodes. However, the transmission of massive and unstructured sensory data from sensors to computing units poses great challenges in terms of power‐efficiency, transmission bandwidth, data storage, time latency, and security. To efficiently process massive sensory data, it is crucial to achieve data compression and structuring at the sensory terminals. In‐sensor computing integrates perception, memory, and processing functions within sensors, enabling sensory terminals to perform data compression and data structuring. Here, vision sensors are adopted as an example and discuss the functions of electronic, optical, and optoelectronic hardware for visual processing. Particularly, hardware implementations of optoelectronic devices for in‐sensor visual processing that can compress and structure multidimensional vision information are examined. The underlying resistive switching mechanisms of volatile/nonvolatile optoelectronic devices and their processing operations are explored. Finally, a perspective on the future development of optoelectronic devices for in‐sensor computing is provided.

Standort
Deutsche Nationalbibliothek Frankfurt am Main
Umfang
Online-Ressource
Sprache
Englisch

Erschienen in
Optoelectronic Devices for In‐Sensor Computing ; day:14 ; month:07 ; year:2024 ; extent:17
Advanced materials ; (14.07.2024) (gesamt 17)

Urheber
Ren, Qinqi
Zhu, Chaoyi
Ma, Sijie
Wang, Zhaoqing
Yan, Jianmin
Wan, Tianqing
Yan, Weicheng
Chai, Yang

DOI
10.1002/adma.202407476
URN
urn:nbn:de:101:1-2407151424063.569292307605
Rechteinformation
Open Access; Der Zugriff auf das Objekt ist unbeschränkt möglich.
Letzte Aktualisierung
14.08.2025, 10:53 MESZ

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Beteiligte

  • Ren, Qinqi
  • Zhu, Chaoyi
  • Ma, Sijie
  • Wang, Zhaoqing
  • Yan, Jianmin
  • Wan, Tianqing
  • Yan, Weicheng
  • Chai, Yang

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